ReviewEuropean journal of clinical nutrition2019
Bioelectrical impedance analysis for body composition assessment: reflections on accuracy, clinical utility, and standardisation.
Review in European journal of clinical nutrition, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06545435 (Predicting Appendicular Lean and Fat Mass With Bioelectrical Impedance Analysis Among Adult Patients With Obesity.), which is not on this map. Cited by 228 papers, 6 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Predicting Appendicular Lean and Fat Mass With Bioelectrical Impedance Analysis Among Adult Patients With Obesity.
Who cites it
228 citing papers in PubMed, 6 syntheses or guidelines pooled it, 371 citations in OpenAlex.
- Diagnostic and application guidelines for malnutrition in adult patients (2025 edition).Asia Pacific journal of clinical nutrition · 2025Guideline
- Comparative effects of high-intensity interval training versus moderate-intensity continuous training on body composition and blood pressure in overweight adolescents: a systematic review and meta-analysis of randomized controlled trials.Frontiers in physiology · 2025Pooled it
- Effect of resistance training on bioelectrical phase angle in older adults: a systematic review with Meta-analysis of randomized controlled trials.Reviews in endocrine & metabolic disorders · 2023Pooled it
- Body fat and risk of all-cause mortality: a systematic review and dose-response meta-analysis of prospective cohort studies.International journal of obesity (2005) · 2022Pooled it
- The Effect of Exercise and Nutritional Interventions on Body Composition in Patients with Advanced or Metastatic Cancer: A Systematic Review.Nutrients · 2022Pooled it
- Can biomarkers be used to improve diagnosis and prediction of metabolic syndrome in childhood cancer survivors? A systematic review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2021Pooled it
- Effects of Time-Restricted Eating With Calorie Restriction Versus Calorie Restriction on Health Outcomes in Patients With Weight Regain Post-Sleeve Surgery: A Randomized Controlled Trial.Obesity surgery · 2026Trial
- Trial
- Trial
- Bioelectrical impedance phase angle is associated with physical performance before but not after simulated multi-stressor military operations.Physiological reports · 2023Trial
- Feasibility and impact of whole-body high-intensity interval training in patients with stable coronary artery disease: a randomised controlled trial.Scientific reports · 2022Trial
- Phase angle reference values derived from bioelectrical impedance analysis in chinese multi-ethnic adults.Annals of medicine · 2026Article
- Explainable machine learning integrating bioelectrical impedance for 6-month cardiovascular risk in peritoneal dialysis.Renal failure · 2026Article
- Review
- Examining the relationship between anthropometric and body composition measures with coronary heart disease events: the multi-ethnic study of atherosclerosis.European journal of preventive cardiology · 2026Article
- Bioelectrical Recovery After Knee Injury in an Elite Alpine Skier: A Longitudinal 19-Frequency Bioelectrical Impedance Vector Analysis Case Report.Journal of clinical medicine · 2026Article
- Clinical Assessment of Obesity Beyond Body Mass Index: Adiposity Evaluation, Body-Composition Phenotyping and Disease Staging: A Narrative Review.Diagnostics (Basel, Switzerland) · 2026Review
- Assessing body composition via a smartphone computer vision application: High repeatability but method-dependent agreement compared with BODPOD and Inbody.PLOS digital health · 2026Article
- Beyond reliability: Addressing systematic bias and advancing standardization in bioelectrical impedance analysis.European journal of clinical nutrition · 2026Article
- Age-Group Differences in BIA-Derived Body Composition and Device-Generated Visceral Fat Rating in a Clinical Cohort.Journal of clinical medicine · 2026Article
168 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Bioelectrical impedance analysis is an extremely popular method for assessment of body composition. Despite its wide-spread use over the past thirty years, its accuracy and clinical value is still questioned. Most frequently, criticisms focus on its purported poor absolute accuracy and that different impedance analysers or prediction equations fail to measure body composition identically. This perspective review highlights that the magnitude of errors associated with impedance methods are not dissimilar to those observed for so-called gold standard methods. It is argued that the focus on statistically significant but small differences between methods can obscure operational equivalence and that such differences may be of minor clinical significance. Finally, the need for better standardization of protocols and the need for consensus on what is a minimal clinically important difference between methods is highlighted.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.